Abstract
Are differences in disability prevalence between individuals at the top and bottom strata of society a product of non-random processes? Under the assumption that genetic mutations are unlikely to account for the notable differences by makers of social stratification, the research presents a class, race, and then sex (CSR) hypothesis. The cross-sectional study, situated in the continental USA, uses information on 4,914,628 community-dwelling individuals from the Baby Boom (born 1951–1961) and Generation-X (born 1971–1981) birth-cohorts. When population-weighted, the sample is said to represent 96,639,980 of their counterparts. The data come from the American Community Survey Public Use Microdata Sample 2008–2012 file. Findings indicate that intersectional markers of social stratification help explain the prevalence and risk of self-care and ambulatory disability as predicted by the CSR hypothesis. The analysis provides novel evidence for the plausibility of a “Mexican Paradox” for disability. Amongst those from the Generation-X birth-cohort, low-education Mexican-origin Latinos had lower risk of disability than low-education non-Latino whites. Ageing studies should consider using intersectional markers of social stratification.
Similar content being viewed by others
References
Adler, N. E., & Ostrove, J. M. (1999). Socioeconomic status and health: What we know and what we don’t. Annals of the New York Academy of Sciences, 896, 3–15.
Anthias, F. (2013). Intersectional what? Social divisions, intersectionality and levels of analysis. Ethnicities, 13(1), 3–19.
Burgess-Proctor, A. (2006). Intersections of race, class, gender, and crime future directions for feminist criminology. Feminist Criminology, 1(1), 27–47.
Carastathis, A. (2014). The concept of intersectionality in feminist theory. Philosophy Compass, 9(5), 304–314.
Castro, F. G. (2013). Emerging hispanic health paradoxes. American Journal of Public Health, 103(9), 1541.
Chandola, T., & Jenkinson, C. (2000). Validating self-rated health in different ethnic groups. Ethnicity and Health, 5(2), 151–159.
Cho, S., Crenshaw, K. W., & McCall, L. (2013). Toward a field of intersectionality studies: Theory, applications, and praxis. Signs, 38(4), 785–810.
Cleveland, R. J., Renner, J. B., Jordan, J. M., & Callahan, L. F. (2014). Progression of disability is associated with socioeconomic measures in the Johnston county osteoarthritis project. Osteoarthritis and Cartilage, 22, S215.
Collins, P. H. (2000). Gender, black feminism, and black political economy. The Annals of the American Academy of Political and Social Science, 568(1), 41–53.
Collins, P. H. (2015). Intersectionality’s defining moments. Annual Review of Sociology, 41(1), 3–20.
Crenshaw, K. (1989). Demarginalizing the intersection of race and sex: A black feminist critique of antidiscrimination doctrine, feminist theory and antiracist politics. University of Chicago Legal Forum, 139, 54–79.
Dill, B. T., & Kohlman, M. H. (2012). Intersectionality: A transformative paradigm in feminist theory and social justice. In S. N. Hesse-Biber (Ed.), Handbook of feminist research: Theory and Praxis (pp. 154–174). Thousand Oaks: Sage.
El-Sayed, A. M., Paczkowski, M. M., March, D., & Galea, S. (2014). Trends in the Mexican infant mortality paradox over the past two decades. Annals of Epidemiology, 24(11), 831–836.
Feagin, J. (2013). Systemic racism: A theory of oppression. London: Routledge.
Feagin, J., & Bennefield, Z. (2014). Systemic racism and US health care. Social Science and Medicine, 103, 7–14.
Gardeazabal, J., & Ugidos, A. (2005). Gender wage discrimination at quantiles. Journal of Population Economics, 18(1), 165–179.
Gómez-Puerta, J. A., Barbhaiya, M., Guan, H., Feldman, C., Alarcόn, G. S., & Costenbader, K. H. (2014). Racial/ethnic variation in all-cause mortality among US Medicaid recipients with systemic lupus erythematosus: An Hispanic and Asian paradox. Arthritis and Rheumatology, 67, 752–760.
Goode, T. D., Carter-Pokras, O. D., Horner-Johnson, W., & Yee, S. (2014). Parallel tracks: Reflections on the need for collaborative health disparities research on race/ethnicity and disability. Medical Care, 52, S3–S8.
Gulley, S. P., Rasch, E. K., & Chan, L. (2014). Difference, disparity, and disability: a comparison of health, insurance coverage, and health service use on the basis of race/ethnicity among US Adults with disabilities, 2006–2008. Medical Care, 52, S9–S16.
Hayward, M. D., Hummer, R. A., Chiu, C. T., González-González, C., & Wong, R. (2014). Does the hispanic paradox in US adult mortality extend to disability? Population Research and Policy Review, 33(1), 81–96.
Jenkins, R. (1991). Disability and social stratification. British Journal of Sociology, 42, 557–580.
Kilbourne, A. M., Switzer, G., Hyman, K., Crowley-Matoka, M., & Fine, M. J. (2006). Advancing health disparities research within the health care system: A conceptual framework. American Journal of Public Health, 96(12), 2113.
Lariscy, J. T., Hummer, R. A., & Hayward, M. D. (2014). Hispanic older adult mortality in the United States: New estimates and an assessment of factors shaping the Hispanic Paradox. Demography, 52, 1–14.
Lauderdale, D. S. (2001). Education and survival: Birth cohort, period, and age effects. Demography, 38(4), 551–561.
Lawrence, R. H., & Jette, A. M. (1996). Disentangling the disablement process. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 51(4), S173–S182.
Leveille, S. G., Penninx, B. W., Melzer, D., Izmirlian, G., & Guralnik, J. M. (2000). Sex differences in the prevalence of mobility disability in old age: The dynamics of incidence, recovery, and mortality. Journals of Gerontology Series B, 55(1), S41–S50.
Liberatos, P., Link, B. G., & Kelsey, J. L. (1988). The measurement of social class in epidemiology. Epidemiologic Reviews, 10(1), 87–121.
Lin, S. F., Beck, A. N., Finch, B. K., Hummer, R. A., & Master, R. K. (2012). Trends in US older adult disability: Exploring age, period, and cohort effects. American Journal of Public Health, 102(11), 2157–2163.
Lustig, D. C., & Strauser, D. R. (2007). Causal relationships between poverty and disability. Rehabilitation Counseling Bulletin, 50, 194–202.
Malmusi, D., Vives, A., Benach, J., & Borrell, C. (2014). Gender inequalities in health: Exploring the contribution of living conditions in the intersection of social class. Global Health Action, 7, 1–9.
Martinez, J. N., Aguayo-Tellez, E., & Rangel-Gonzalez, E. (2014). Explaining the Mexican-American health paradox using selectivity Effects. International Migration Review, 2, 1–29.
Mason, K. (2013). Social stratification and the body: Gender, race, and class. Sociology Compass, 7(8), 686–698.
McCall, L. (2014). The complexity of intersectionality. Signs, 40(1), 1771–1799.
McDonald, K. E., Keys, C. B., & Balcazar, F. E. (2007). Disability, race/ethnicity and gender: Themes of cultural oppression, acts of individual resistance. American Journal of Community Psychology, 39(1–2), 145–161.
Melzer, D., McWilliams, B., Brayne, C., Johnson, T., & Bond, J. (2000). Socioeconomic status and the expectation of disability in old age: Estimates for England. Journal of Epidemiology and Community Health, 54(4), 286–292.
Minkler, M., Fuller-Thomson, E., & Guralnik, J. M. (2006). Gradient of disability across the socioeconomic spectrum in the United States. New England Journal of Medicine, 355(7), 695–703.
Morciano, M., Hancock, R., & Pudney, S. (2015). Birth-cohort trends in older-age functional disability and their relationship with socio-economic status: Evidence from a pooling of repeated cross-sectional population-based studies for the UK. Social Science and Medicine, 136, 1–9.
Pandey, M. K. (2012). Poverty and disability among Indian elderly: Evidence from Household Survey. Journal of Disability Policy Studies, 23, 39–49.
Patel, K. V., Harris, T. B., Faulhaber, M., Angleman, S. B., Connelly, S., Bauer, D. C., & Guralnik, J. M. (2007). Racial variation in the relationship of anemia with mortality and mobility disability among older adults. Blood, 109(11), 4663–4670.
Reamer, A. D. (2010). Surveying for dollars: The role of the american community survey in the geographic distribution of federal funds. Washington DC: Metropolitan Policy Program at Brookings.
Robinson, W. R., Utz, R. L., Keyes, K. M., Martin, C. L., & Yang, Y. (2012). Birth cohort effects on abdominal obesity in the United States: The silent generation, baby boomers and generation X. International Journal of Obesity, 37(8), 1129–1134.
Rubin, M., & Wright, C. L. (2014). Age differences explain social class differences in students’ friendship at university: Implications for transition and retention. Higher Education. doi:10.1007/s10734-014-9844-8.
Ryan, C. L., & Siebens, J. (2012). Educational attainment in the United States: 2009 (pp. P20–P566). US Department of Commerce: American Community Survey Reports.
Samuels, E. (2014). Fantasies of Identification: Disability, gender, race. New York: NYU Press.
Serido, J., Lawry, C., Li, G., Conger, K. J., & Russell, S. T. (2014). The associations of financial stress and parenting support factors with alcohol behaviors during young adulthood. Journal of Family and Economic Issues, 35(3), 339–350.
Shields, S. A. (2008). Gender: An intersectionality perspective. Sex Roles, 59(5), 301–311.
Siordia, C. (2013). Number of people in the united states experiencing ambulatory and independent living difficulties. Journal of Social Work and Disability and Rehabilitation, 13(3), 261–277.
Siordia, C. (2014a). Disability prevalence according to a class, race, and sex (CSR) hypothesis. Journal of Racial and Ethnic Health Disparities,. doi:10.1007/s40615-014-0073-8.
Siordia, C. (2014b). Detecting “real” population changes with American community survey data: The implicit assumption of treating between-year differences as “trends”. Journal of Sociological Research, 4(2), 494–509.
Siordia, C. (2014c). Disability estimates between same-sex and different-sex couples: Data from the 2009–2011 American Community Survey. Sexuality and Disability, 33, 107–121.
Siordia, C. (2014d). Proxy-reports in the ascertainment of disability prevalence with American community survey data. Journal Frailty and Aging, 3(4), 238–246.
Siordia, C. (2015). Sex-specific disability prevalence in immigrants from China, India, and Mexico and their US-Born Counterparts. International Journal of Health Sciences and Research, 5(4), 267–279.
Siordia, C., & Le, D. V. (2013). Precision of disability estimates for Southeast Asians in American community survey 2008–2010 microdata. Central Asian Journal of Global Health,. doi:10.5195/cajgh.2012.2166-7403.
Siordia, C., & Leyser-Whalen, O. (2014). The lucky few and baby boom generation: Relative cohort size, Mexican ethnicity, and gender on the likelihood of out-of-poverty status. Sociological Focus, 47(3), 163–173.
Solé-Auró, A., Beltrán-Sánchez, H., & Crimmins, E. M. (2014). Are differences in disability-free life expectancy by gender, race, and education widening at older ages? Population Research and Policy Review, 34(1), 1–18.
Thorpe, R. J., McCleary, R., Smolen, J. R., Whitfield, K. E., & LaVeist, T. (2014). Racial disparities in disability among older adults finding from the exploring health disparities in integrated communities study. Journal of Aging and Health, 26(8), 1261–1279.
Trani, J. F., & Loeb, M. (2012). Poverty and disability: A vicious circle? Evidence from Afghanistan and Zambia. Journal of International Development, 24, S19–S52.
Verbrugge, L. M., & Jette, A. M. (1994). The disablement process. Social Science and Medicine, 38(1), 1–14.
Warner, D. F., & Brown, T. H. (2011). Understanding how race/ethnicity and gender define age-trajectories of disability: An intersectionality approach. Social Science and Medicine, 72(8), 1236–1248.
Wilder, R. T., Flick, R. P., Sprung, J., Katusic, S. K., Barbaresi, W. J., Mickelson, C., & Warner, D. O. (2009). Early exposure to anesthesia and learning disabilities in a population-based birth cohort. Anesthesiology, 110(4), 796.
Yoshimasu, K., Barbaresi, W. J., Colligan, R. C., Killian, J. M., Voigt, R. G., Weaver, A. L., & Katusic, S. K. (2010). Gender, attention-deficit/hyperactivity disorder, and reading disability in a population-based birth cohort. Pediatrics, 126(4), e788–e795.
Young, R. P., & Hopkins, R. J. (2014). A review of the hispanic paradox: Time to spill the beans? European Respiratory Review, 23(134), 439–449.
Funding
This work was supported by the NIH Grant No. U01 AG023744 (to A. B. Newman) entitled “Long Life Family Study: University of Pittsburgh Field Center (LLFS)”.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Siordia, C. Prevalence of Self-Care and Ambulatory Disability in Baby Boom and Generation-X Birth-Cohorts by Intersectional Markers of Social Stratification. Race Soc Probl 7, 257–268 (2015). https://doi.org/10.1007/s12552-015-9155-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12552-015-9155-4